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Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing
Healthy ageing leads to changes in the brain that impact upon sensory and cognitive processing. It is not fully clear how these changes affect the processing of everyday spoken language. Prediction is thought to play an important role in language comprehension, where information about upcoming words...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925601/ https://www.ncbi.nlm.nih.gov/pubmed/33654202 http://dx.doi.org/10.1038/s41598-021-84597-9 |
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author | Broderick, Michael P. Di Liberto, Giovanni M. Anderson, Andrew J. Rofes, Adrià Lalor, Edmund C. |
author_facet | Broderick, Michael P. Di Liberto, Giovanni M. Anderson, Andrew J. Rofes, Adrià Lalor, Edmund C. |
author_sort | Broderick, Michael P. |
collection | PubMed |
description | Healthy ageing leads to changes in the brain that impact upon sensory and cognitive processing. It is not fully clear how these changes affect the processing of everyday spoken language. Prediction is thought to play an important role in language comprehension, where information about upcoming words is pre-activated across multiple representational levels. However, evidence from electrophysiology suggests differences in how older and younger adults use context-based predictions, particularly at the level of semantic representation. We investigate these differences during natural speech comprehension by presenting older and younger subjects with continuous, narrative speech while recording their electroencephalogram. We use time-lagged linear regression to test how distinct computational measures of (1) semantic dissimilarity and (2) lexical surprisal are processed in the brains of both groups. Our results reveal dissociable neural correlates of these two measures that suggest differences in how younger and older adults successfully comprehend speech. Specifically, our results suggest that, while younger and older subjects both employ context-based lexical predictions, older subjects are significantly less likely to pre-activate the semantic features relating to upcoming words. Furthermore, across our group of older adults, we show that the weaker the neural signature of this semantic pre-activation mechanism, the lower a subject’s semantic verbal fluency score. We interpret these findings as prediction playing a generally reduced role at a semantic level in the brains of older listeners during speech comprehension and that these changes may be part of an overall strategy to successfully comprehend speech with reduced cognitive resources. |
format | Online Article Text |
id | pubmed-7925601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79256012021-03-04 Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing Broderick, Michael P. Di Liberto, Giovanni M. Anderson, Andrew J. Rofes, Adrià Lalor, Edmund C. Sci Rep Article Healthy ageing leads to changes in the brain that impact upon sensory and cognitive processing. It is not fully clear how these changes affect the processing of everyday spoken language. Prediction is thought to play an important role in language comprehension, where information about upcoming words is pre-activated across multiple representational levels. However, evidence from electrophysiology suggests differences in how older and younger adults use context-based predictions, particularly at the level of semantic representation. We investigate these differences during natural speech comprehension by presenting older and younger subjects with continuous, narrative speech while recording their electroencephalogram. We use time-lagged linear regression to test how distinct computational measures of (1) semantic dissimilarity and (2) lexical surprisal are processed in the brains of both groups. Our results reveal dissociable neural correlates of these two measures that suggest differences in how younger and older adults successfully comprehend speech. Specifically, our results suggest that, while younger and older subjects both employ context-based lexical predictions, older subjects are significantly less likely to pre-activate the semantic features relating to upcoming words. Furthermore, across our group of older adults, we show that the weaker the neural signature of this semantic pre-activation mechanism, the lower a subject’s semantic verbal fluency score. We interpret these findings as prediction playing a generally reduced role at a semantic level in the brains of older listeners during speech comprehension and that these changes may be part of an overall strategy to successfully comprehend speech with reduced cognitive resources. Nature Publishing Group UK 2021-03-02 /pmc/articles/PMC7925601/ /pubmed/33654202 http://dx.doi.org/10.1038/s41598-021-84597-9 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Broderick, Michael P. Di Liberto, Giovanni M. Anderson, Andrew J. Rofes, Adrià Lalor, Edmund C. Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title | Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title_full | Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title_fullStr | Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title_full_unstemmed | Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title_short | Dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
title_sort | dissociable electrophysiological measures of natural language processing reveal differences in speech comprehension strategy in healthy ageing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925601/ https://www.ncbi.nlm.nih.gov/pubmed/33654202 http://dx.doi.org/10.1038/s41598-021-84597-9 |
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